hmmhdd (version 1.0)

summary.fhmm: Summarizing functional Hidden Markov Models

Description

summary method for class "fhmm".

Usage

# S3 method for fhmm
summary(object, ...)

Arguments

object

an object of class "fhmm", a result of a call to fitBM_fhmm

...

additional arguments affecting the summary produced.

Value

The function "summary_fhmm" returns a list of summary statistics for a hidden markov model with functional response obtained through the Baum-Welch algorithm.

References

Martino A., Guatteri, G. and Paganoni A. M., Hidden Markov Models for multivariate functional data, MOX Report 21/2019, 2019

See Also

fitBM_fhmm

Examples

# NOT RUN {
data(simulatedFD)
n <- 20
n_tot <- 2000
bt <- seq(1,n_tot,by=n)
FD <- simulatedFD
hmm <- set_fhmm(FD, nStates = 3, bT=bt)

bw <- fitBM_fhmm(hmm)
summary(bw)
# }